{"id":"W4401568321","doi":"10.1109/pn62551.2024.10621814","title":"Ultra-enhanced Sensitivity in Nonlinear Exceptional-Point Lasers","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sensitivity (control systems); Laser; Nonlinear system; Optoelectronics; Materials science; Optics; Physics; Electronic engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334585,0.0001168021,0.000323084,0.0001571026,0.0002242951,0.0004175237,0.0004198171,0.0003247292,0.0007017827],"category_scores_gemma":[0.0008034617,0.0001595837,0.0001476581,0.00009931255,0.0006381408,0.000416535,0.0007920797,0.0003796858,0.0001367011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416858,"about_ca_system_score_gemma":0.0001169053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001820259,"about_ca_topic_score_gemma":0.0002114734,"domain_scores_codex":[0.9997289,0.00004668946,0.000009913259,0.00006218299,0.0001080133,0.00004436908],"domain_scores_gemma":[0.9995589,0.0002232214,0.00007038323,0.00004404541,0.00006008398,0.00004341526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009612925,0.00001646399,0.0006177444,0.00004602928,0.00001708833,0.0001697396,0.0001466368,0.003139366,0.9894956,0.004015531,0.00004068393,0.002198971],"study_design_scores_gemma":[0.00003586042,0.0004889332,0.004171703,0.00001187166,0.00002973279,0.0006034002,0.00009886451,0.1407291,0.8474093,0.005217514,0.00115418,0.00004964578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989416,0.0001242763,0.009523944,0.0000365449,0.000008280241,0.000004955937,0.000007568694,0.00004831325,0.0008302163],"genre_scores_gemma":[0.998053,0.0000285879,0.001655156,0.000009358449,0.000004277857,0.000003184674,0.000005069395,0.000004032611,0.000237372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007017827,"threshold_uncertainty_score":0.002347708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007591910563891986,"score_gpt":0.2547592585352205,"score_spread":0.2471673479713285,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}